Automate Data Entry Across Linkish with AI
Purpose-built AI agent for Data Entry — connects to Linkish in minutes so your team can stop doing the work by hand.
47 PDFs processed today. Latest entry:
Meeting notes
- • Vendor: Riverline Co. · Term: 12 months from Apr 1.
- • Total contract value: $42,000 net 30.
- • Signed by: Theo Park (CEO, Riverline) + Daniel R. (DeskFerry).
How does Linkish work for Data Entry automation?
Linkish works for Data Entry automation by powering a DeskFerry agent that runs the workflow end-to-end inside your existing tools — no code, no custom build.
- 01
Trigger fires
The agent connects to Linkish alongside the other apps your team already uses, watches for the triggers that matter for Data Entry, and takes the next step on its own while keeping a complete audit trail for review.
- 02
Read every PDF that lands in our AP @Drive folder
AI extracts, validates, and enters data from documents, emails, and forms automatically.
- 03
Extract the structured fields
Teams typically see high across mixed document formats once the agent is in production.
- 04
Append a row to @Sheets
You stay in control: every action is logged, confidence thresholds are configurable, and anything ambiguous is queued for a human instead of being silently auto-completed.
- 05
You approve
Anything under your confidence bar waits for a human.
How you tell it what to do
Built in plain English.
You write the rule the way you'd describe it to a teammate. The agent reads the rule, breaks it into the actions it'll take, and confirms the apps it'll touch — before it does anything.
- 1Read every PDF that lands in our AP @Drive folder
- 2Extract the structured fields
- 3Append a row to @Sheets
How it connects
Connect Linkish. The agent does the rest.
Claude and ChatGPT are already running on our side. You connect Linkish with one click, and data entry runs inside it.
Claude and ChatGPT run on our keys. Nothing for you to configure.
- LinkishConnect
- Google DriveConnect
- Google SheetsConnect
Runs on your data, in your apps.
Nothing to deploy. Nothing to maintain.
Actions
What Linkish + DeskFerry can do
Real Linkish actions your AI agent can perform automatically — no manual work required.
Create and assign tasks
AI generates tasks in Linkish from emails, messages, or meeting notes and assigns them to the right team member.
Update task status
Automatically move tasks in Linkish to the correct status when related events occur in connected tools.
Organize projects
Create project structures in Linkish from templates and populate them with tasks, milestones, and dependencies.
Set due date reminders
Monitor upcoming deadlines in Linkish and send reminders to assignees before tasks become overdue.
Generate progress reports
Compile task completion rates, blockers, and velocity metrics from Linkish into weekly status summaries.
Link related items
Detect related tasks, documents, and conversations and create cross-references in Linkish automatically.
Sync calendars and schedules
Keep calendar events and task deadlines in Linkish aligned with your team calendar and availability.
Automate recurring workflows
Clone and schedule repeating task sets in Linkish on daily, weekly, or monthly cadences without manual setup.
Vendor: Riverline Co. · Term: 12 months from Apr 1.
Fields extracted and validated; assignee notified in Slack.
Held for review — one value fell under your confidence bar.
Human in the loop
Approve before it sends.
Every draft lands in a review queue. You approve, edit, or reject — the agent never acts on its own unless you explicitly turn that on for a workflow you trust.
Governance
Every action, with the reasoning attached.
Each step the agent takes is logged with what it did, why it did it, and which app it touched. Audit-ready, so security and compliance can sign off without backfilling.
- Agent2:47 PM
Updated Sheets · Vendor agreements with the result.
- Agent2:46 PM
Applied your rule and recorded the result.
Reason: All required fields matched with high confidence.
- Agent2:45 PM
Wrote the record for PDF · Vendor agreement · Riverline.pdf.
- Agent2:44 PM
Read the transcript and extracted action items.
- Agent2:30 PM
Triggered by call end event in Granola.
How it works
Get started in three steps
Step 01
Connect Linkish
Link Linkish to DeskFerry in one click. Your tasks, projects, and documents sync automatically.
Step 02
Set Up Workspace Automation
Define triggers in Linkish — new tasks, status changes, due dates — and the AI actions that follow.
Step 03
Work Smarter, Not Harder
Your AI agent keeps Linkish organized while you focus on execution. Track productivity gains on your dashboard.
Start automating Data Entry for Linkish
7-day free trial. Works with the tools you already use.
FAQ
Frequently asked questions
What happens when the Data Entry agent encounters an issue in Linkish?
When the AI hits an edge case during Data Entry processing in Linkish, it escalates to your team with full context — the Linkish record, what was attempted, and why it needs review. Your Data Entry pipeline never stalls or loses data.
How does DeskFerry automate Data Entry directly inside Linkish?
DeskFerry connects natively with Linkish to handle the full Data Entry workflow. The AI agent monitors Linkish events, processes Data Entry tasks automatically, and writes results back to Linkish — no copy-pasting or tab-switching required.
Can I test Data Entry automation with Linkish before going live?
Yes. You can run Data Entry workflows in test mode using sample Linkish data before activating on live records. This lets you verify every Data Entry rule works correctly with your Linkish setup before processing real data.
How does Linkish data stay secure during Data Entry automation?
All data exchanged between Linkish and DeskFerry during Data Entry processing is encrypted in transit and at rest. We use OAuth tokens for Linkish access, never store raw credentials, and maintain full audit logs of every Data Entry action.
What document formats can the Data Entry agent process for Linkish?
The agent reads PDFs, scanned images, emails, spreadsheets, and structured forms — extracting data fields and writing them to your systems. Even handwritten forms common in linkish (intake, work orders, inspection reports) are processed accurately.
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